Python Ml-deployment-k8s-fastapi Resources

BBB Face Recognizer Face recognition system using MTCNN, FACENET, SVM and FAST API to track participants of Big Brother Brasil in real time. Instalati

Deploying ML models with CPU based TFServing, Docker, and Kubernetes By: Chansung Park and Sayak Paul This project shows how to serve a TensorFlow ima

简体中文 | English 项目介绍 FastAPI-Amis-Admin fastapi-amis-admin是一个拥有高性能,高效率,易拓展的fastapi管理后台框架. 启发自Django-Admin,并且拥有不逊色于Django-Admin的强大功能. 源码 · 在线演示 · 文档 · 文

Deploying ML models with FastAPI, Docker, and Kubernetes By: Sayak Paul and Chansung Park This project shows how to serve an ONNX-optimized image clas

diskspace-monitor-CRUD Background The build system is part of a large environment with a multitude of different components. Many of the components hav

A basic instruction for Kubernetes setup and understanding Module ID Module Guide - Install Kubernetes Cluster k8s-install 3 Docker Core Technology mo

SQLAlchemy Admin for Starlette/FastAPI SQLAdmin is a flexible Admin interface for SQLAlchemy models. Main features include: SQLAlchemy sync/async engi

Deploying PyTorch Model to Production with FastAPI in CUDA-supported Docker A example FastAPI PyTorch Model deploy with nvidia/cuda base docker. Model

View Demo · Documentation · Medium article 🔍 Overview Eurybia is a Python library which aims to help in : Detecting data drift and model drift Valida

Description 🖼️ Background 👴🏼 Vision 📜 Concepts 💬 Solutions' Lifecycle. Operations ⭕ Functionalities 🚀 Supported Cybersecurity Solutions 📦 Insta

fastapi-better-di What is this ? fastapi-better-di is a utility that allows you to use DI in fastapi without Depends() Installation pip install fastap

stac-fastapi-caching Stac-fastapi built on Tile38 to support caching. This code is built on top of stac-fastapi-elasticsearch 0.1.0 with pyle38, a Pyt

pyfa-converter Makes it pretty easy to create a model based on Field [pydantic] and use the model for www-form-data. How to install? pip install pyfa_

fastapi-sio Socket.io FastAPI integration library with first-class documentation using AsyncAPI The usage of the library is very familiar to the exper

JIDA JIDA is a web application that retrieves SNP information for a genomic region of interest in Homo sapiens and calculates specific summary statist

You can see the previous work from: https://github.com/Curt-Park/producer-consumer-fastapi-celery https://github.com/Curt-Park/triton-inference-server

FastAPI ML Template Run Web API Local $ sh run.sh # poetry run uvicorn app.mai

pyflycli is a command-line interface application built with Typer that allows you to view flights above your location.

Redis-based rate-limiting for FastAPI

Price Prediction model is used to develop an LSTM model to predict the future market price of Bitcoin and Ethereum.

Docker Sample Project - FastAPI + NGINX Run FastAPI and Nginx using Docker container Installation Make sure Docker is installed on your local machine

discord.py bot template A discord.py bot template with easy deployment through Github Actions. You can use this template to just run a Python instance

This is a template for FastAPI that comes with authentication preconfigured.

BreakFastApi 🍣 🍔 🍕 The most delicious API on the web. Just send a request and you'll receive the most mouth watering dish recipe with estimated coo

Mnist API server w/ FastAPI

Chalice is a tool to facilitate Python based lambda deployment. This repo contains the output of my basic exploration of this tool.

Django & Kubernetes Learn how to deploy a production-ready Django application in

A Python command-line utility for validating that the outputs of a given Declarative Form Azure Portal UI JSON template map to the input parameters of a given ARM Deployment Template JSON template

brif A boilerplate tool based on Docker, designed to streamline the development and deployment of IIIF compliant platforms. Embedded with FastAPI, Cel

FastAPI Auth Middleware We at Code Specialist love FastAPI for its simplicity an

FastAPI_and_SocketIO A server hosts a FastAPI application and multiple clients can be connected to it via SocketIO. Executing server.py sets up the se

Eureka is a Rest-API framework scraper based on FastAPI for cleaning and organizing data, designed for the Eureka by Turing project of the National University of Colombia

Using DVC with PyCaret & FastAPI (Demo) This repo contains all the resources for my demo explaining how to use DVC along with other interesting tools

csrf-starlette-fastapi Dead simple CSRF security middleware for Starlette ⭐ and Fast API ⚡ Will work with either a input type="hidden" field or ajax

FastAPI2 Admin Introduction fastapi-admin2 is an upgraded fastapi-admin, that supports ORM dialects, true Dependency Injection and extendability. Now

Description This library provides an abstraction to perform Model Versioning using Weight & Biases. Features Version a new trained model Promote a mod

This is an API developed in python with the FastApi framework and putting into practice the recommendations of the book Clean Architecture in Python by Leonardo Giordani,

Voucher-API Requirement Docker Installed on system Libraries Pandas Psycopg2 FastAPI PyArrow Pydantic Uvicorn How to run Download the repo on your sys

Twitter API monitor with fastAPI + MongoDB You need to have a file .env with the following variables: DB_URL="mongodb+srv://mongodb_path" DB_URL2=

Welcome This is an API written in python that uses FastAPI. It is a simple API that can detect discord tokens in Images. Installation There are curren

FastAPI tutorial Code for my video tutorial FastAPI tutorial What is FastAPI? FastAPI is a high-performant REST API framework for Python. It's built o

TweeSent Backend Tweesent backend. This repo uses fastAPI as the web framework.

FastAPI Server-sided Session FastAPI Server Session is a dependency-based extension for FastAPI that adds support for server-sided session management.

A simple end to end consumer lending decision engine powered by Google Cloud Platform (firebase hosting and cloudrun)

Gender-classification This is a ML model to classify Male and Females using some physical characterstics Data. Python Libraries like Pandas,Numpy and

k8s-tcpdump-webhook A simple tcpdump sidecar injector to demonstrate Kubernetes's Mutating Webhook Build and Deploy Build docker image; docker build -

Synapse Machine Learning SynapseML (previously MMLSpark) is an open source library to simplify the creation of scalable machine learning pipelines. Sy

FastAPI tutorial Code for my video tutorial FastAPI tutorial What is FastAPI? FastAPI is a high-performant REST API framework for Python. It's built o

wordle-operator 🟩 ⬛ 🟩 🟨 ⬛ Play Wordle from any Kubernetes cluster. Using the power of CustomResourceDefinitions and Kubernetes Operators, now you c

Diabetes Prediction Using SVM I explore a diabetes prediction algorithm using a Diabetes dataset. Using a Support Vector Machine for my prediction alg

Python SaaS Boilerplate for building Software-as-Service (SAAS) apps with FastAP

FastAPIRateLimit Contributing is F&E (free&easy) Y Usage pip install farlimit N

Generate FastAPI projects for high performance applications. Based on MVC architectural pattern, WSGI + ASGI. Includes tests, pipeline, base utilities, Helm chart, and script for bootstrapping local Minikube with high available Redis cluster.

The base to start an openapi project featuring: SQLModel, Typer, FastAPI, JWT Token Auth, Interactive Shell, Management Commands.

Create and share your own chatbot Here is the code for uploading the popular "Ms Harris (Teacher)" chatbot to the Chai app. You can tweak the config t

try_tf_serving ├───dataset │ ├───testing │ │ ├───paper │ │ ├───rock │ │ └───scissors │ └───training │ ├───paper │ ├───rock

NoneBot ✨ 跨平台 Python 异步机器人框架 ✨ 文档 · 安装 · 开始使用 · 文档打不开？ 简介 NoneBot2 是一个现代、跨平台、可扩展的 Python 聊天机器人框架，它基于 Python 的类型注解和异步特性，能够为你的需求实现提供便捷灵活的支持。

This is a simple blogging app backend built with FastAPI. This project is created to simulate a real CRUD blogging system. It is built to be used by s

Gordo Building thousands of models with timeseries data to monitor systems. Table of content About Examples Install Uninstall Developer manual How to

cbpa Coinbase Pro Automation for making buy orders from a default bank account.

Python + Poetry REST API with FastAPI, hosted on GCP This template will get you ready to deploy a FastAPI app in Google Cloud with automatic API versi

Telegram PDF Bot A Telegram bot that can: Compress, crop, decrypt, encrypt, merge, preview, rename, rotate, scale and split PDF files Compare text dif

MicroK8s The smallest, fastest Kubernetes Single-package fully conformant lightweight Kubernetes that works on 42 flavours of Linux. Perfect for: Deve

Pizza Chatbot To start the app, follow the below steps: Clone the repo using the below command: git clone [email protected]:shreyashah115/PizzaHere.git G

Heart Failure Predictor About A Web UI deployed Dense Neural Network Model Made using Tensorflow that predicts whether the patient is healthy or has c

streamlit-fastapi-model-serving Simple example of usage of streamlit and FastAPI for ML model serving described on this blogpost and PyConES 2020 vide

🚀 An end-to-end ML applications using PyTorch, W&B, FastAPI, Docker, Streamlit and Heroku

Torchserve Dashboard Torchserve Dashboard using Streamlit Related blog post Usage Additional Requirement: torchserve (recommended:v0.5.2) Simply run:

Project Insight NLP as a Service Contents Introduction Features Installation Setup and Documentation Project Details Demonstration Directory Details H

Image 🖼 Classification App Boilerplate Have you been puzzled by tons of videos, blogs and other resources on the internet and don't know where and ho

getdp-project https://get-my-dp.herokuapp.com/ A Django-built web app that gener

Caching tool for python, working with Redis single instance and Redis cluster mo

Authentication with fastapi and jwt cd realistic Dependencies bcrypt==3.1.7 data

Deploy/View images to database sqlite with fastapi cd realistic Dependencies dat

htmdf Converts html to pdf with support for variables using fastApi. Installation Clone this repository. git clone https://github.com/ShreehariVaasish

Auth-Starters Different APIs using Django & Flask & FastAPI to see Authentication Service how its work, and how to use it. This Repository based on my

Flask-vs-FastAPI Understanding Flask vs FastAPI Web Framework. A comparison of two different RestAPI frameworks. IntroductionIn Flask is a popular mic

Getting Started We provide a sample app using Fastapi that you can deploy on App

Lupyne is a search engine based on PyLucene, the Python extension for accessing Java Lucene. Lucene is a relatively low-level toolkit, and PyLucene wr

Starlite Starlite is a light, opinionated and flexible ASGI API framework built on top of pydantic and Starlette. Check out the Starlite documentation

fast_api_image_validator An image validator using FastAPI.

Introduction English | 简体中文 MMDeploy is an open-source deep learning model deployment toolset. It is a part of the OpenMMLab project. Major features F

moneyTransfer Overview Money Transaction is a system based on the recent famous FastAPI. techniques selection System's technique selection is as follo

A simple api written in python/fastapi that serves movies from a cassandra table. 1)clone the repo 2)rename sample_global_config_.py to global_config.

my-notes-app Simple notes app backend using Python's FastAPI framework. Route "/": User login (GET): return 200, list of all of their notes; User sign

🌱 MyChef 📦 Overview MyChef is an application that helps you decide what meal to make based on what you have at home. Simply enter in ingredients you

Python project template for Web API with cookiecutter What's this This provides the project template including minimum test/lint/typechecking package

Repost FastAPI This is the FastAPI implementation of the Repost API. Installation Python 3 must be installed and accessible through the use of a termi

React Native - Service Integration with FastAPI Backend. A Sample App to Demonstrate React Native and FastAPI Integration UI Based on NativeBase toolk

simple-report-data-table-vuetify A simple web to serve data table. It is built with Vuetify, Vue, FastApi. The main features: RBAC with casbin simple

StartApp Simple boilerplate ready for development Notes Currently supported frameworks are: FastApi, Flask 🔨 Installation $ sudo pip3 install starta

SweetHome 从零开始打造智能家居系统的尝试，主要的实现有 可以扫码添加设备并控制设备的Android App 可以控制亮灭的灯，并可以设置在Android App连接到指定Wifi后自动亮起 可以控制开关的窗帘，机械结构部分自己设计并3D打印出来 树莓派主控，实现Http请求接口和ZigBe

Blocktile Minecraft biome tile server writing on Python using FastAPI Usage https://blocktile.herokuapp.com/overworld/{seed}/{zoom}/{col}/{row}.png s

todo-list-fastapi practice project How to run Install dependencies npm, yarn: standard-version, husky make: script for lint, test pipenv: virtualenv +

Transactions API Rest Implement and design a simple REST API Description We need to a simple API that allow us to register users' transactions and hav

AuthenticationX 💫 Ready-to-use and customizable Authentications and Oauth2 management for FastAPI ⚡ Source Code: https://github.com/yezz123/AuthX Doc

FastAPI Cloud Auth fastapi-cloudauth standardizes and simplifies the integration between FastAPI and cloud authentication services (AWS Cognito, Auth0

FastAPIwee FastAPI + PeeWee = 3 Using Python = 3.6 🐍 Installation pip install FastAPIwee 🎉 Documentation Documentation can be found here: https://

Piccolo Admin Piccolo Admin provides a simple yet powerful admin interface on top of Piccolo tables - allowing you to easily add / edit / filter your

fastapi-cache Introduction fastapi-cache is a tool to cache fastapi response and function result, with backends support redis, memcache, and dynamodb.